• 291 Citations
  • 10 h-Index
19962019

Research output per year

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Research Output

  • 291 Citations
  • 10 h-Index
  • 14 Article
  • 8 Conference contribution
  • 1 Chapter
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Article

Adaptive predictive control using GOBF-ARX models: An experimental case study

Madakyaru, M. & Patwardhan, S. C., 2013, In : IFAC Proceedings Volumes (IFAC-PapersOnline). 10, PART 1, p. 99-104 6 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

An Improved Multivariate Chart Using Partial Least Squares with Continuous Ranked Probability Score

Harrou, F., Sun, Y., Madakyaru, M. & Bouyedou, B., 15-08-2018, In : IEEE Sensors Journal. 18, 16, p. 6715-6726 12 p., 8396256.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Black anodizing of a magnesium-lithium alloy

Sharma, A. K., Rani, R. U., Malek, A., Acharya, K. S. N., Muddu, M. & Kumar, S., 01-04-1996, In : Metal Finishing. 94, 4, p. 16-27 12 p.

Research output: Contribution to journalArticle

57 Citations (Scopus)

Development of ARX models for predictive control using fractional order and orthonormal basis filter parametrization

Madakyaru, M., Narang, A. & Patwardhan, S. C., 07-10-2009, In : Industrial and Engineering Chemistry Research. 48, 19, p. 8966-8979 14 p.

Research output: Contribution to journalArticle

19 Citations (Scopus)

Improved data-based fault detection strategy and application to distillation columns

Madakyaru, M., Harrou, F. & Sun, Y., 2017, In : Process Safety and Environmental Protection. 107, p. 22-34 13 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Improved detection of incipient anomalies via multivariate memory monitoring charts: Application to an air flow heating system

Harrou, F., Madakyaru, M., Sun, Y. & Khadraoui, S., 25-10-2016, In : Applied Thermal Engineering. 109, p. 65-74 10 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Improved nonlinear fault detection strategy based on the Hellinger distance metric: Plug flow reactor monitoring

Harrou, F., Madakyaru, M. & Sun, Y., 15-05-2017, In : Energy and Buildings. 143, p. 149-161 13 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Integrated multiscale latent variable regression and application to distillation columns

Madakyaru, M., Nounou, M. N. & Nounou, H. N., 2013, In : Modelling and Simulation in Engineering. 2013, 730456.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Kullback-Leibler distance-based enhanced detection of incipient anomalies

Harrou, F., Sun, Y. & Madakyaru, M., 01-11-2016, In : Journal of Loss Prevention in the Process Industries. 44, p. 73-87 15 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Monitoring Distillation Column Systems Using Improved Nonlinear Partial Least Squares-Based Strategies

Madakyaru, M., Harrou, F. & Sun, Y., 01-12-2019, In : IEEE Sensors Journal. 19, 23, p. 11697-11705 9 p., 8807170.

Research output: Contribution to journalArticle

PLS-based EWMA fault detection strategy for process monitoring

Harrou, F., Nounou, M. N., Nounou, H. N. & Madakyaru, M., 01-07-2015, In : Journal of Loss Prevention in the Process Industries. 36, p. 108-119 12 p.

Research output: Contribution to journalArticle

41 Citations (Scopus)

Reparametrized ARX models for predictive control of staged and packed bed distillation columns

Muddu, M., Narang, A. & Patwardhan, S. C., 02-2010, In : Control Engineering Practice. 18, 2, p. 114-130 17 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Statistical fault detection using PCA-based GLR hypothesis testing

Harrou, F., Nounou, M. N., Nounou, H. N. & Madakyaru, M., 01-2013, In : Journal of Loss Prevention in the Process Industries. 26, 1, p. 129-139 11 p.

Research output: Contribution to journalArticle

57 Citations (Scopus)